Overview

Brought to you by YData

Dataset statistics

Number of variables	58
Number of observations	33352
Missing cells	18537
Missing cells (%)	1.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 MiB
Average record size in memory	121.7 B

Variable types

Numeric	16
Categorical	3
Boolean	39

Alerts

`other_animals` has constant value "True"	Constant
`big_dog_preferences` is highly overall correlated with `daily_minutes_willing_to_walk_dogs` and 10 other fields	High correlation
`birth_decade` is highly overall correlated with `partner_birth_decade`	High correlation
`can_give_medicine` is highly overall correlated with `cat_skills` and 2 other fields	High correlation
`cat_skills` is highly overall correlated with `can_give_medicine` and 2 other fields	High correlation
`daily_minutes_willing_to_walk_dogs` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`days_since_modified` is highly overall correlated with `nb_5s_reviews` and 4 other fields	High correlation
`dog_skills` is highly overall correlated with `can_give_medicine` and 2 other fields	High correlation
`has_farm_animal_experience` is highly overall correlated with `has_poultry_experience`	High correlation
`has_poultry_experience` is highly overall correlated with `has_farm_animal_experience`	High correlation
`id` is highly overall correlated with `user_id`	High correlation
`interested_in_birds` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_cats` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_dogs` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_farm_animals` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_fish` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_horses` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_poultry` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_reptiles` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`interested_in_small_pets` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`nb_5s_reviews` is highly overall correlated with `days_since_modified` and 4 other fields	High correlation
`nb_applications` is highly overall correlated with `days_since_modified` and 4 other fields	High correlation
`nb_domestic_sits` is highly overall correlated with `nb_5s_reviews` and 3 other fields	High correlation
`nb_reviews` is highly overall correlated with `days_since_modified` and 4 other fields	High correlation
`nb_sits_completed` is highly overall correlated with `days_since_modified` and 4 other fields	High correlation
`partner_birth_decade` is highly overall correlated with `birth_decade`	High correlation
`sitting_with_another` is highly overall correlated with `travelling_as`	High correlation
`small_dog_preferences` is highly overall correlated with `big_dog_preferences` and 10 other fields	High correlation
`travelling_as` is highly overall correlated with `sitting_with_another`	High correlation
`user_id` is highly overall correlated with `id`	High correlation
`wish_list_beach` is highly overall correlated with `wish_list_city` and 2 other fields	High correlation
`wish_list_city` is highly overall correlated with `wish_list_beach` and 2 other fields	High correlation
`wish_list_countryside` is highly overall correlated with `wish_list_beach` and 2 other fields	High correlation
`wish_list_mountain` is highly overall correlated with `wish_list_beach` and 2 other fields	High correlation
`with_a_baby` is highly overall correlated with `with_children`	High correlation
`with_a_child` is highly overall correlated with `with_children`	High correlation
`with_a_teen` is highly overall correlated with `with_children`	High correlation
`with_a_toddler` is highly overall correlated with `with_children`	High correlation
`with_children` is highly overall correlated with `with_a_baby` and 3 other fields	High correlation
`years_of_experience` is highly overall correlated with `can_give_medicine` and 3 other fields	High correlation
`travelling_as` is highly imbalanced (62.9%)	Imbalance
`with_children` is highly imbalanced (65.8%)	Imbalance
`prev_sitting_experience` is highly imbalanced (66.1%)	Imbalance
`has_dog_experience` is highly imbalanced (78.1%)	Imbalance
`has_cat_experience` is highly imbalanced (74.8%)	Imbalance
`daily_minutes_willing_to_walk_dogs` is highly imbalanced (75.3%)	Imbalance
`happy_to_meet_in_person` is highly imbalanced (96.4%)	Imbalance
`happy_to_video_call` is highly imbalanced (99.6%)	Imbalance
`interested_in_remote_working` is highly imbalanced (73.7%)	Imbalance
`interested_in_dogs` is highly imbalanced (52.1%)	Imbalance
`interested_in_reptiles` is highly imbalanced (71.4%)	Imbalance
`interested_in_horses` is highly imbalanced (77.1%)	Imbalance
`interested_in_fish` is highly imbalanced (56.2%)	Imbalance
`interested_in_poultry` is highly imbalanced (63.0%)	Imbalance
`interested_in_farm_animals` is highly imbalanced (73.4%)	Imbalance
`interested_in_birds` is highly imbalanced (65.5%)	Imbalance
`interested_in_small_pets` is highly imbalanced (55.2%)	Imbalance
`with_a_baby` is highly imbalanced (87.6%)	Imbalance
`with_a_toddler` is highly imbalanced (87.1%)	Imbalance
`with_a_child` is highly imbalanced (83.0%)	Imbalance
`with_a_teen` is highly imbalanced (83.4%)	Imbalance
`big_dog_preferences` is highly imbalanced (63.9%)	Imbalance
`small_dog_preferences` is highly imbalanced (58.7%)	Imbalance
`partner_birth_decade` has 18440 (55.3%) missing values	Missing
`id` has unique values	Unique
`user_id` has unique values	Unique
`nb_reviews` has 1682 (5.0%) zeros	Zeros
`nb_5s_reviews` has 2360 (7.1%) zeros	Zeros
`nb_domestic_sits` has 5337 (16.0%) zeros	Zeros
`nb_local_sits` has 23218 (69.6%) zeros	Zeros
`nb_sits_booked` has 29442 (88.3%) zeros	Zeros
`years_of_experience` has 24635 (73.9%) zeros	Zeros
`nb_of_sitter_pets` has 30229 (90.6%) zeros	Zeros
`five_star_ratio` has 2360 (7.1%) zeros	Zeros

Reproduction

Analysis started	2025-03-20 21:49:10.242744
Analysis finished	2025-03-20 21:50:03.568963
Duration	53.33 seconds
Software version	ydata-profiling vv4.14.0
Download configuration	config.json

id
Real number (ℝ)

High correlation Unique

Distinct	33352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1680096.6

Minimum	64
Maximum	4220986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	64
5-th percentile	119997.15
Q1	1046443.2
median	1897622.5
Q3	2288758.8
95-th percentile	2793209.2
Maximum	4220986
Range	4220922
Interquartile range (IQR)	1242315.5

Descriptive statistics

Standard deviation	826648.96
Coefficient of variation (CV)	0.49202466
Kurtosis	-0.80392209
Mean	1680096.6
Median Absolute Deviation (MAD)	558566
Skewness	-0.51344356
Sum	5.6034581 × 10¹⁰
Variance	6.833485 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81	1	< 0.1%
2333094	1	< 0.1%
2330156	1	< 0.1%
2329729	1	< 0.1%
2329379	1	< 0.1%
2329218	1	< 0.1%
2329189	1	< 0.1%
2328986	1	< 0.1%
2328813	1	< 0.1%
2328577	1	< 0.1%
Other values (33342)	33342	> 99.9%

Value	Count	Frequency (%)
64	1	< 0.1%
81	1	< 0.1%
86	1	< 0.1%
89	1	< 0.1%
122	1	< 0.1%
123	1	< 0.1%
145	1	< 0.1%
150	1	< 0.1%
160	1	< 0.1%
165	1	< 0.1%

Value	Count	Frequency (%)
4220986	1	< 0.1%
4184282	1	< 0.1%
3825369	1	< 0.1%
3775324	1	< 0.1%
3770939	1	< 0.1%
3706519	1	< 0.1%
3660462	1	< 0.1%
3616438	1	< 0.1%
3616365	1	< 0.1%
3591429	1	< 0.1%

user_id
Real number (ℝ)

High correlation Unique

Distinct	33352
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2737112.1

Minimum	116
Maximum	7669735
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	116
5-th percentile	140302.7
Q1	1461326.2
median	3029934
Q3	3909177.5
95-th percentile	4914570
Maximum	7669735
Range	7669619
Interquartile range (IQR)	2447851.2

Descriptive statistics

Standard deviation	1515141.7
Coefficient of variation (CV)	0.55355486
Kurtosis	-1.034976
Mean	2737112.1
Median Absolute Deviation (MAD)	1141218.5
Skewness	-0.29524881
Sum	9.1288162 × 10¹⁰
Variance	2.2956544 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
142	1	< 0.1%
4020158	1	< 0.1%
4015580	1	< 0.1%
4014780	1	< 0.1%
4014069	1	< 0.1%
4013766	1	< 0.1%
4013703	1	< 0.1%
4013375	1	< 0.1%
4013079	1	< 0.1%
4012679	1	< 0.1%
Other values (33342)	33342	> 99.9%

Value	Count	Frequency (%)
116	1	< 0.1%
142	1	< 0.1%
148	1	< 0.1%
153	1	< 0.1%
195	1	< 0.1%
196	1	< 0.1%
225	1	< 0.1%
231	1	< 0.1%
239	1	< 0.1%
246	1	< 0.1%

Value	Count	Frequency (%)
7669735	1	< 0.1%
7597001	1	< 0.1%
6905512	1	< 0.1%
6803051	1	< 0.1%
6794253	1	< 0.1%
6660837	1	< 0.1%
6568260	1	< 0.1%
6484454	1	< 0.1%
6484307	1	< 0.1%
6435647	1	< 0.1%

pct_complete
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87.972475

Minimum	76
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	76
5-th percentile	84
Q1	84
median	84
Q3	94
95-th percentile	94
Maximum	100
Range	24
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.4155017
Coefficient of variation (CV)	0.061559046
Kurtosis	-1.2596653
Mean	87.972475
Median Absolute Deviation (MAD)	0
Skewness	0.30554851
Sum	2934058
Variance	29.327658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
84	17949	53.8%
94	12403	37.2%
78	1257	3.8%
100	763	2.3%
88	565	1.7%
90	258	0.8%
82	79	0.2%
92	38	0.1%
76	24	0.1%
80	8	< 0.1%
Other values (2)	8	< 0.1%

Value	Count	Frequency (%)
76	24	0.1%
78	1257	3.8%
80	8	< 0.1%
82	79	0.2%
84	17949	53.8%
86	4	< 0.1%
88	565	1.7%
90	258	0.8%
92	38	0.1%
94	12403	37.2%

Value	Count	Frequency (%)
100	763	2.3%
98	4	< 0.1%
94	12403	37.2%
92	38	0.1%
90	258	0.8%
88	565	1.7%
86	4	< 0.1%
84	17949	53.8%
82	79	0.2%
80	8	< 0.1%

travelling_as
Categorical

High correlation Imbalance

Distinct	21
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

F	15724
FM	13406
M	2550
FF	1192
MM	169
Other values (16)	311

Length

Max length	2
Median length	1
Mean length	1.4470197
Min length	1

Characters and Unicode

Total characters	48261
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	F
2nd row	FM
3rd row	FM
4th row	FM
5th row	F

Common Values

Value	Count	Frequency (%)
F	15724	47.1%
FM	13406	40.2%
M	2550	7.6%
FF	1192	3.6%
MM	169	0.5%
N	84	0.3%
U	46	0.1%
FN	34	0.1%
X	30	0.1%
FX	29	0.1%
Other values (11)	88	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f	15724	47.1%
fm	13406	40.2%
m	2550	7.6%
ff	1192	3.6%
mm	169	0.5%
n	84	0.3%
u	46	0.1%
fn	34	0.1%
x	30	0.1%
fx	29	0.1%
Other values (11)	88	0.3%

Most occurring characters

Value	Count	Frequency (%)
F	31593	65.5%
M	16324	33.8%
N	163	0.3%
U	97	0.2%
X	71	0.1%
T	13	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	48261	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	31593	65.5%
M	16324	33.8%
N	163	0.3%
U	97	0.2%
X	71	0.1%
T	13	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	48261	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	31593	65.5%
M	16324	33.8%
N	163	0.3%
U	97	0.2%
X	71	0.1%
T	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	48261	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	31593	65.5%
M	16324	33.8%
N	163	0.3%
U	97	0.2%
X	71	0.1%
T	13	< 0.1%

with_children
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	31224
True	2128

Value	Count	Frequency (%)
False	31224	93.6%
True	2128	6.4%

sitting_with_another
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	18515
True	14837

Value	Count	Frequency (%)
False	18515	55.5%
True	14837	44.5%

occupation_type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	90
Missing (%)	0.3%
Memory size	1.3 MiB

employed	11405
self-employed	7861
retired	5645
working-while-travelling	5468
taking-time-off	2883

Length

Max length	24
Median length	15
Mean length	12.248963
Min length	7

Characters and Unicode

Total characters	407425
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	employed
2nd row	retired
3rd row	retired
4th row	self-employed
5th row	self-employed

Common Values

Value	Count	Frequency (%)
employed	11405	34.2%
self-employed	7861	23.6%
retired	5645	16.9%
working-while-travelling	5468	16.4%
taking-time-off	2883	8.6%
(Missing)	90	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
employed	11405	34.3%
self-employed	7861	23.6%
retired	5645	17.0%
working-while-travelling	5468	16.4%
taking-time-off	2883	8.7%

Most occurring characters

Value	Count	Frequency (%)
e	71502	17.5%
l	43531	10.7%
i	27815	6.8%
o	27617	6.8%
d	24911	6.1%
-	24563	6.0%
r	22226	5.5%
m	22149	5.4%
y	19266	4.7%
p	19266	4.7%
Other values (10)	104579	25.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	407425	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	71502	17.5%
l	43531	10.7%
i	27815	6.8%
o	27617	6.8%
d	24911	6.1%
-	24563	6.0%
r	22226	5.5%
m	22149	5.4%
y	19266	4.7%
p	19266	4.7%
Other values (10)	104579	25.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	407425	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	71502	17.5%
l	43531	10.7%
i	27815	6.8%
o	27617	6.8%
d	24911	6.1%
-	24563	6.0%
r	22226	5.5%
m	22149	5.4%
y	19266	4.7%
p	19266	4.7%
Other values (10)	104579	25.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	407425	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	71502	17.5%
l	43531	10.7%
i	27815	6.8%
o	27617	6.8%
d	24911	6.1%
-	24563	6.0%
r	22226	5.5%
m	22149	5.4%
y	19266	4.7%
p	19266	4.7%
Other values (10)	104579	25.7%

prev_sitting_experience
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	31256
False	2096

Value	Count	Frequency (%)
True	31256	93.7%
False	2096	6.3%

other_animals
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	33352

Value	Count	Frequency (%)
True	33352	100.0%

has_dog_experience
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	32183
False	1169

Value	Count	Frequency (%)
True	32183	96.5%
False	1169	3.5%

has_cat_experience
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	31948
False	1404

Value	Count	Frequency (%)
True	31948	95.8%
False	1404	4.2%

has_reptile_experience
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	25602
True	7750

Value	Count	Frequency (%)
False	25602	76.8%
True	7750	23.2%

has_horse_experience
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	25210
True	8142

Value	Count	Frequency (%)
False	25210	75.6%
True	8142	24.4%

has_fish_experience
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	21899
False	11453

Value	Count	Frequency (%)
True	21899	65.7%
False	11453	34.3%

has_poultry_experience
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	18366
True	14986

Value	Count	Frequency (%)
False	18366	55.1%
True	14986	44.9%

has_farm_animal_experience
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	23685
True	9667

Value	Count	Frequency (%)
False	23685	71.0%
True	9667	29.0%

has_bird_experience
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	20637
True	12715

Value	Count	Frequency (%)
False	20637	61.9%
True	12715	38.1%

has_small_pet_experience
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	21378
False	11974

Value	Count	Frequency (%)
True	21378	64.1%
False	11974	35.9%

prefers_all_countries
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	21178
False	12174

Value	Count	Frequency (%)
True	21178	63.5%
False	12174	36.5%

nb_reviews
Real number (ℝ)

High correlation Zeros

Distinct	127
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9510974

Minimum	0
Maximum	175
Zeros	1682
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	11
95-th percentile	32
Maximum	175
Range	175
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	12.162046
Coefficient of variation (CV)	1.3587212
Kurtosis	17.500087
Mean	8.9510974
Median Absolute Deviation (MAD)	3
Skewness	3.2976869
Sum	298537
Variance	147.91536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6152	18.4%
2	3791	11.4%
3	2792	8.4%
4	2287	6.9%
5	1817	5.4%
0	1682	5.0%
6	1564	4.7%
7	1251	3.8%
8	1172	3.5%
9	1039	3.1%
Other values (117)	9805	29.4%

Value	Count	Frequency (%)
0	1682	5.0%
1	6152	18.4%
2	3791	11.4%
3	2792	8.4%
4	2287	6.9%
5	1817	5.4%
6	1564	4.7%
7	1251	3.8%
8	1172	3.5%
9	1039	3.1%

Value	Count	Frequency (%)
175	1	< 0.1%
168	1	< 0.1%
158	2	< 0.1%
149	1	< 0.1%
137	1	< 0.1%
135	1	< 0.1%
133	1	< 0.1%
129	1	< 0.1%
127	1	< 0.1%
126	1	< 0.1%

nb_5s_reviews
Real number (ℝ)

High correlation Zeros

Distinct	123
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.3440573

Minimum	0
Maximum	160
Zeros	2360
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	10
95-th percentile	31
Maximum	160
Range	160
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	11.491595
Coefficient of variation (CV)	1.3772191
Kurtosis	17.74539
Mean	8.3440573
Median Absolute Deviation (MAD)	3
Skewness	3.3185765
Sum	278291
Variance	132.05676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6224	18.7%
2	3779	11.3%
3	2851	8.5%
0	2360	7.1%
4	2235	6.7%
5	1843	5.5%
6	1529	4.6%
7	1258	3.8%
8	1082	3.2%
9	976	2.9%
Other values (113)	9215	27.6%

Value	Count	Frequency (%)
0	2360	7.1%
1	6224	18.7%
2	3779	11.3%
3	2851	8.5%
4	2235	6.7%
5	1843	5.5%
6	1529	4.6%
7	1258	3.8%
8	1082	3.2%
9	976	2.9%

Value	Count	Frequency (%)
160	1	< 0.1%
158	1	< 0.1%
157	1	< 0.1%
154	1	< 0.1%
143	1	< 0.1%
130	1	< 0.1%
127	1	< 0.1%
125	1	< 0.1%
124	1	< 0.1%
123	1	< 0.1%

nb_applications
Real number (ℝ)

High correlation

Distinct	858
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.973405

Minimum	1
Maximum	5388
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	16
median	40
Q3	96
95-th percentile	289
Maximum	5388
Range	5387
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	143.02992
Coefficient of variation (CV)	1.7238044
Kurtosis	163.68366
Mean	82.973405
Median Absolute Deviation (MAD)	29
Skewness	8.706524
Sum	2767329
Variance	20457.559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	648	1.9%
8	633	1.9%
9	624	1.9%
7	583	1.7%
12	577	1.7%
11	560	1.7%
5	549	1.6%
4	546	1.6%
10	543	1.6%
13	542	1.6%
Other values (848)	27547	82.6%

Value	Count	Frequency (%)
1	204	0.6%
2	393	1.2%
3	451	1.4%
4	546	1.6%
5	549	1.6%
6	648	1.9%
7	583	1.7%
8	633	1.9%
9	624	1.9%
10	543	1.6%

Value	Count	Frequency (%)
5388	1	< 0.1%
4233	1	< 0.1%
3826	1	< 0.1%
3608	1	< 0.1%
3145	1	< 0.1%
2993	1	< 0.1%
2974	1	< 0.1%
2845	1	< 0.1%
2772	1	< 0.1%
2582	1	< 0.1%

nb_sits_completed
Real number (ℝ)

High correlation

Distinct	144
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.688025

Minimum	0
Maximum	194
Zeros	44
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	5
Q3	13
95-th percentile	38
Maximum	194
Range	194
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	14.343207
Coefficient of variation (CV)	1.3419886
Kurtosis	17.473111
Mean	10.688025
Median Absolute Deviation (MAD)	4
Skewness	3.3346267
Sum	356467
Variance	205.72759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5983	17.9%
2	3731	11.2%
3	2795	8.4%
4	2348	7.0%
5	1859	5.6%
6	1605	4.8%
7	1306	3.9%
8	1191	3.6%
9	1093	3.3%
10	916	2.7%
Other values (134)	10525	31.6%

Value	Count	Frequency (%)
0	44	0.1%
1	5983	17.9%
2	3731	11.2%
3	2795	8.4%
4	2348	7.0%
5	1859	5.6%
6	1605	4.8%
7	1306	3.9%
8	1191	3.6%
9	1093	3.3%

Value	Count	Frequency (%)
194	1	< 0.1%
191	1	< 0.1%
190	1	< 0.1%
180	1	< 0.1%
175	1	< 0.1%
170	1	< 0.1%
159	1	< 0.1%
151	1	< 0.1%
148	2	< 0.1%
143	2	< 0.1%

nb_domestic_sits
Real number (ℝ)

High correlation Zeros

Distinct	131
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.430379

Minimum	0
Maximum	188
Zeros	5337
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	9
95-th percentile	30
Maximum	188
Range	188
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.968117
Coefficient of variation (CV)	1.6107008
Kurtosis	23.101416
Mean	7.430379
Median Absolute Deviation (MAD)	3
Skewness	3.861458
Sum	247818
Variance	143.23584
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6082	18.2%
0	5337	16.0%
2	3711	11.1%
3	2624	7.9%
4	2055	6.2%
5	1591	4.8%
6	1320	4.0%
7	1087	3.3%
8	912	2.7%
9	857	2.6%
Other values (121)	7776	23.3%

Value	Count	Frequency (%)
0	5337	16.0%
1	6082	18.2%
2	3711	11.1%
3	2624	7.9%
4	2055	6.2%
5	1591	4.8%
6	1320	4.0%
7	1087	3.3%
8	912	2.7%
9	857	2.6%

Value	Count	Frequency (%)
188	1	< 0.1%
174	1	< 0.1%
170	1	< 0.1%
149	1	< 0.1%
146	1	< 0.1%
135	2	< 0.1%
134	2	< 0.1%
132	1	< 0.1%
128	4	< 0.1%
127	2	< 0.1%

nb_local_sits
Real number (ℝ)

Zeros

Distinct	66
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1186735

Minimum	0
Maximum	83
Zeros	23218
Zeros (%)	69.6%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	83
Range	83
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.5316
Coefficient of variation (CV)	3.1569532
Kurtosis	97.613742
Mean	1.1186735
Median Absolute Deviation (MAD)	0
Skewness	7.9945482
Sum	37310
Variance	12.472198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23218	69.6%
1	4436	13.3%
2	1863	5.6%
3	1041	3.1%
4	656	2.0%
5	448	1.3%
6	331	1.0%
7	254	0.8%
8	179	0.5%
9	128	0.4%
Other values (56)	798	2.4%

Value	Count	Frequency (%)
0	23218	69.6%
1	4436	13.3%
2	1863	5.6%
3	1041	3.1%
4	656	2.0%
5	448	1.3%
6	331	1.0%
7	254	0.8%
8	179	0.5%
9	128	0.4%

Value	Count	Frequency (%)
83	1	< 0.1%
76	1	< 0.1%
74	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
70	1	< 0.1%
62	1	< 0.1%
60	1	< 0.1%
59	2	< 0.1%

nb_sits_booked
Real number (ℝ)

Zeros

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24154473

Minimum	0
Maximum	26
Zeros	29442
Zeros (%)	88.3%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	26
Range	26
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.93168847
Coefficient of variation (CV)	3.8572088
Kurtosis	85.446611
Mean	0.24154473
Median Absolute Deviation (MAD)	0
Skewness	7.3232242
Sum	8056
Variance	0.86804341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	29442	88.3%
1	2175	6.5%
2	841	2.5%
3	393	1.2%
4	179	0.5%
5	103	0.3%
6	78	0.2%
7	38	0.1%
8	37	0.1%
9	18	0.1%
Other values (9)	48	0.1%

Value	Count	Frequency (%)
0	29442	88.3%
1	2175	6.5%
2	841	2.5%
3	393	1.2%
4	179	0.5%
5	103	0.3%
6	78	0.2%
7	38	0.1%
8	37	0.1%
9	18	0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
16	1	< 0.1%
14	7	< 0.1%
13	5	< 0.1%
12	11	< 0.1%
11	8	< 0.1%
10	13	< 0.1%
9	18	0.1%

years_of_experience
Real number (ℝ)

High correlation Zeros

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1673063

Minimum	0
Maximum	10
Zeros	24635
Zeros (%)	73.9%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.9187669
Coefficient of variation (CV)	1.8081278
Kurtosis	0.027781143
Mean	2.1673063
Median Absolute Deviation (MAD)	0
Skewness	1.3783654
Sum	72284
Variance	15.356734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	24635	73.9%
10	5968	17.9%
2	469	1.4%
5	468	1.4%
3	424	1.3%
8	282	0.8%
7	276	0.8%
6	273	0.8%
4	269	0.8%
1	180	0.5%

Value	Count	Frequency (%)
0	24635	73.9%
1	180	0.5%
2	469	1.4%
3	424	1.3%
4	269	0.8%
5	468	1.4%
6	273	0.8%
7	276	0.8%
8	282	0.8%
9	108	0.3%

Value	Count	Frequency (%)
10	5968	17.9%
9	108	0.3%
8	282	0.8%
7	276	0.8%
6	273	0.8%
5	468	1.4%
4	269	0.8%
3	424	1.3%
2	469	1.4%
1	180	0.5%

nb_of_sitter_pets
Real number (ℝ)

Zeros

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.54956225

Minimum	0
Maximum	15
Zeros	30229
Zeros (%)	90.6%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0032811
Coefficient of variation (CV)	3.6452306
Kurtosis	14.207356
Mean	0.54956225
Median Absolute Deviation (MAD)	0
Skewness	3.8852801
Sum	18329
Variance	4.0131352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	30229	90.6%
10	853	2.6%
1	431	1.3%
2	306	0.9%
3	281	0.8%
4	273	0.8%
5	234	0.7%
6	191	0.6%
7	189	0.6%
9	182	0.5%
Other values (6)	183	0.5%

Value	Count	Frequency (%)
0	30229	90.6%
1	431	1.3%
2	306	0.9%
3	281	0.8%
4	273	0.8%
5	234	0.7%
6	191	0.6%
7	189	0.6%
8	162	0.5%
9	182	0.5%

Value	Count	Frequency (%)
15	2	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	14	< 0.1%
10	853	2.6%
9	182	0.5%
8	162	0.5%
7	189	0.6%
6	191	0.6%

daily_minutes_willing_to_walk_dogs
Categorical

High correlation Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	30483
120	1045
180	892
60	830
30	102

Length

Max length	3
Median length	1
Mean length	1.1440993
Min length	1

Characters and Unicode

Total characters	38158
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	60
3rd row	120
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	30483	91.4%
120	1045	3.1%
180	892	2.7%
60	830	2.5%
30	102	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	30483	91.4%
120	1045	3.1%
180	892	2.7%
60	830	2.5%
30	102	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	33352	87.4%
1	1937	5.1%
2	1045	2.7%
8	892	2.3%
6	830	2.2%
3	102	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	38158	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	33352	87.4%
1	1937	5.1%
2	1045	2.7%
8	892	2.3%
6	830	2.2%
3	102	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	38158	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	33352	87.4%
1	1937	5.1%
2	1045	2.7%
8	892	2.3%
6	830	2.2%
3	102	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	38158	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	33352	87.4%
1	1937	5.1%
2	1045	2.7%
8	892	2.3%
6	830	2.2%
3	102	0.3%

happy_to_meet_in_person
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	33224
False	128

Value	Count	Frequency (%)
True	33224	99.6%
False	128	0.4%

happy_to_video_call
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	33343
False	9

Value	Count	Frequency (%)
True	33343	> 99.9%
False	9	< 0.1%

interested_in_remote_working
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	31863
False	1489

Value	Count	Frequency (%)
True	31863	95.5%
False	1489	4.5%

interested_in_dogs
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	29914
True	3438

Value	Count	Frequency (%)
False	29914	89.7%
True	3438	10.3%

interested_in_cats
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	29620
True	3732

Value	Count	Frequency (%)
False	29620	88.8%
True	3732	11.2%

interested_in_reptiles
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	31685
True	1667

Value	Count	Frequency (%)
False	31685	95.0%
True	1667	5.0%

interested_in_horses
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	32117
True	1235

Value	Count	Frequency (%)
False	32117	96.3%
True	1235	3.7%

interested_in_fish
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	30337
True	3015

Value	Count	Frequency (%)
False	30337	91.0%
True	3015	9.0%

interested_in_poultry
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	30977
True	2375

Value	Count	Frequency (%)
False	30977	92.9%
True	2375	7.1%

interested_in_farm_animals
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	31843
True	1509

Value	Count	Frequency (%)
False	31843	95.5%
True	1509	4.5%

interested_in_birds
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	31203
True	2149

Value	Count	Frequency (%)
False	31203	93.6%
True	2149	6.4%

interested_in_small_pets
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	30239
True	3113

Value	Count	Frequency (%)
False	30239	90.7%
True	3113	9.3%

days_since_modified
Real number (ℝ)

High correlation

Distinct	1202
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	479.85902

Minimum	51
Maximum	2650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	51
5-th percentile	60
Q1	142
median	441
Q3	804
95-th percentile	1018
Maximum	2650
Range	2599
Interquartile range (IQR)	662

Descriptive statistics

Standard deviation	343.32808
Coefficient of variation (CV)	0.71547698
Kurtosis	-1.280916
Mean	479.85902
Median Absolute Deviation (MAD)	326
Skewness	0.27313998
Sum	16004258
Variance	117874.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	232	0.7%
51	211	0.6%
52	205	0.6%
72	198	0.6%
71	196	0.6%
66	194	0.6%
74	184	0.6%
59	182	0.5%
76	181	0.5%
77	178	0.5%
Other values (1192)	31391	94.1%

Value	Count	Frequency (%)
51	211	0.6%
52	205	0.6%
53	169	0.5%
54	166	0.5%
55	146	0.4%
56	130	0.4%
57	144	0.4%
58	171	0.5%
59	182	0.5%
60	157	0.5%

Value	Count	Frequency (%)
2650	1	< 0.1%
2289	1	< 0.1%
1879	1	< 0.1%
1873	1	< 0.1%
1831	1	< 0.1%
1828	1	< 0.1%
1758	1	< 0.1%
1658	1	< 0.1%
1654	1	< 0.1%
1649	1	< 0.1%

birth_decade
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	< 0.1%
Missing	7
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1974.2039

Minimum	1900
Maximum	2000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1900
5-th percentile	1950
Q1	1960
median	1980
Q3	1990
95-th percentile	1990
Maximum	2000
Range	100
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	15.427852
Coefficient of variation (CV)	0.0078147208
Kurtosis	-0.92676163
Mean	1974.2039
Median Absolute Deviation (MAD)	10
Skewness	-0.40153939
Sum	65829830
Variance	238.01863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1990	10041	30.1%
1980	7108	21.3%
1960	5776	17.3%
1970	4650	13.9%
1950	3998	12.0%
2000	991	3.0%
1940	767	2.3%
1930	8	< 0.1%
1900	4	< 0.1%
1910	2	< 0.1%
(Missing)	7	< 0.1%

Value	Count	Frequency (%)
1900	4	< 0.1%
1910	2	< 0.1%
1930	8	< 0.1%
1940	767	2.3%
1950	3998	12.0%
1960	5776	17.3%
1970	4650	13.9%
1980	7108	21.3%
1990	10041	30.1%
2000	991	3.0%

Value	Count	Frequency (%)
2000	991	3.0%
1990	10041	30.1%
1980	7108	21.3%
1970	4650	13.9%
1960	5776	17.3%
1950	3998	12.0%
1940	767	2.3%
1930	8	< 0.1%
1910	2	< 0.1%
1900	4	< 0.1%

partner_birth_decade
Real number (ℝ)

High correlation Missing

Distinct	9
Distinct (%)	0.1%
Missing	18440
Missing (%)	55.3%
Infinite	0
Infinite (%)	0.0%
Mean	1971.8837

Minimum	1900
Maximum	2000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1900
5-th percentile	1950
Q1	1960
median	1970
Q3	1990
95-th percentile	1990
Maximum	2000
Range	100
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	16.760245
Coefficient of variation (CV)	0.008499611
Kurtosis	-1.1381522
Mean	1971.8837
Median Absolute Deviation (MAD)	20
Skewness	-0.26434544
Sum	29404730
Variance	280.9058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1990	4079	12.2%
1980	2899	8.7%
1960	2591	7.8%
1950	2442	7.3%
1970	1724	5.2%
1940	686	2.1%
2000	465	1.4%
1930	24	0.1%
1900	2	< 0.1%
(Missing)	18440	55.3%

Value	Count	Frequency (%)
1900	2	< 0.1%
1930	24	0.1%
1940	686	2.1%
1950	2442	7.3%
1960	2591	7.8%
1970	1724	5.2%
1980	2899	8.7%
1990	4079	12.2%
2000	465	1.4%

Value	Count	Frequency (%)
2000	465	1.4%
1990	4079	12.2%
1980	2899	8.7%
1970	1724	5.2%
1960	2591	7.8%
1950	2442	7.3%
1940	686	2.1%
1930	24	0.1%
1900	2	< 0.1%

with_a_baby
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	32788
True	564

Value	Count	Frequency (%)
False	32788	98.3%
True	564	1.7%

with_a_toddler
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	32759
True	593

Value	Count	Frequency (%)
False	32759	98.2%
True	593	1.8%

with_a_child
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	32511
True	841

Value	Count	Frequency (%)
False	32511	97.5%
True	841	2.5%

with_a_teen
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	32534
True	818

Value	Count	Frequency (%)
False	32534	97.5%
True	818	2.5%

dog_skills
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	27494
True	5858

Value	Count	Frequency (%)
False	27494	82.4%
True	5858	17.6%

cat_skills
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	26800
True	6552

Value	Count	Frequency (%)
False	26800	80.4%
True	6552	19.6%

five_star_ratio
Real number (ℝ)

Zeros

Distinct	431
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.87383716

Minimum	0
Maximum	1
Zeros	2360
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8888889
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.1111111

Descriptive statistics

Standard deviation	0.26655722
Coefficient of variation (CV)	0.30504221
Kurtosis	5.3932562
Mean	0.87383716
Median Absolute Deviation (MAD)	0
Skewness	-2.5478151
Sum	29144.217
Variance	0.071052745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	20663	62.0%
0	2360	7.1%
0.5	699	2.1%
0.75	676	2.0%
0.6666666865	636	1.9%
0.8000000119	548	1.6%
0.8333333135	524	1.6%
0.8571428657	447	1.3%
0.875	421	1.3%
0.8888888955	393	1.2%
Other values (421)	5985	17.9%

Value	Count	Frequency (%)
0	2360	7.1%
0.125	2	< 0.1%
0.1428571492	1	< 0.1%
0.1666666716	3	< 0.1%
0.200000003	3	< 0.1%
0.2222222239	1	< 0.1%
0.25	15	< 0.1%
0.2727272809	1	< 0.1%
0.2857142985	1	< 0.1%
0.3333333433	89	0.3%

Value	Count	Frequency (%)
1	20663	62.0%
0.9908257127	1	< 0.1%
0.9900000095	1	< 0.1%
0.9898989797	1	< 0.1%
0.9893617034	1	< 0.1%
0.9891304374	1	< 0.1%
0.9888888597	1	< 0.1%
0.9887640476	2	< 0.1%
0.9880952239	1	< 0.1%
0.9876543283	1	< 0.1%

can_give_medicine
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	27580
True	5772

Value	Count	Frequency (%)
False	27580	82.7%
True	5772	17.3%

big_dog_preferences
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	31065
True	2287

Value	Count	Frequency (%)
False	31065	93.1%
True	2287	6.9%

small_dog_preferences
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

False	30582
True	2770

Value	Count	Frequency (%)
False	30582	91.7%
True	2770	8.3%

wish_list_city
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	26273
False	7079

Value	Count	Frequency (%)
True	26273	78.8%
False	7079	21.2%

wish_list_beach
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	27342
False	6010

Value	Count	Frequency (%)
True	27342	82.0%
False	6010	18.0%

wish_list_mountain
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	25589
False	7763

Value	Count	Frequency (%)
True	25589	76.7%
False	7763	23.3%

wish_list_countryside
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

True	26009
False	7343

Value	Count	Frequency (%)
True	26009	78.0%
False	7343	22.0%

Interactions

Correlations

	big_dog_preferences	birth_decade	can_give_medicine	cat_skills	daily_minutes_willing_to_walk_dogs	days_since_modified	dog_skills	five_star_ratio	happy_to_meet_in_person	happy_to_video_call	has_bird_experience	has_cat_experience	has_dog_experience	has_farm_animal_experience	has_fish_experience	has_horse_experience	has_poultry_experience	has_reptile_experience	has_small_pet_experience	id	interested_in_birds	interested_in_cats	interested_in_dogs	interested_in_farm_animals	interested_in_fish	interested_in_horses	interested_in_poultry	interested_in_remote_working	interested_in_reptiles	interested_in_small_pets	nb_5s_reviews	nb_applications	nb_domestic_sits	nb_local_sits	nb_of_sitter_pets	nb_reviews	nb_sits_booked	nb_sits_completed	occupation_type	partner_birth_decade	pct_complete	prefers_all_countries	prev_sitting_experience	sitting_with_another	small_dog_preferences	travelling_as	user_id	wish_list_beach	wish_list_city	wish_list_countryside	wish_list_mountain	with_a_baby	with_a_child	with_a_teen	with_a_toddler	with_children	years_of_experience
big_dog_preferences	1.000	0.030	0.363	0.373	0.855	0.268	0.394	0.074	0.082	0.012	0.072	0.018	0.051	0.075	0.072	0.053	0.092	0.080	0.073	0.041	0.601	0.711	0.800	0.565	0.681	0.529	0.644	0.159	0.565	0.701	0.091	0.000	0.045	0.006	0.323	0.091	0.076	0.083	0.033	0.030	0.104	0.054	0.058	0.042	0.871	0.050	0.041	0.059	0.052	0.064	0.067	0.000	0.000	0.002	0.000	0.000	0.378
birth_decade	0.030	1.000	0.057	0.049	0.031	0.216	0.043	-0.011	0.019	0.018	0.110	0.041	0.059	0.062	0.058	0.079	0.146	0.067	0.082	0.351	0.046	0.060	0.051	0.036	0.053	0.028	0.054	0.183	0.047	0.045	-0.296	-0.164	-0.231	0.044	-0.022	-0.292	-0.184	-0.271	0.372	0.877	-0.146	0.113	0.028	0.123	0.045	0.061	0.359	0.098	0.131	0.049	0.117	0.120	0.179	0.196	0.132	0.233	-0.090
can_give_medicine	0.363	0.057	1.000	0.925	0.388	0.407	0.855	0.129	0.060	0.008	0.136	0.052	0.018	0.121	0.143	0.083	0.160	0.136	0.127	0.082	0.342	0.410	0.410	0.309	0.395	0.280	0.361	0.176	0.321	0.396	0.226	0.069	0.154	0.068	0.434	0.226	0.139	0.217	0.065	0.049	0.137	0.070	0.103	0.054	0.383	0.063	0.083	0.033	0.034	0.046	0.044	0.008	0.000	0.011	0.006	0.012	0.701
cat_skills	0.373	0.049	0.925	1.000	0.408	0.436	0.898	0.135	0.065	0.011	0.127	0.062	0.002	0.109	0.140	0.070	0.159	0.127	0.126	0.086	0.358	0.448	0.434	0.314	0.421	0.281	0.379	0.191	0.332	0.422	0.227	0.067	0.154	0.066	0.456	0.227	0.143	0.215	0.066	0.036	0.141	0.071	0.109	0.049	0.404	0.060	0.087	0.032	0.034	0.044	0.041	0.005	0.000	0.013	0.007	0.013	0.748
daily_minutes_willing_to_walk_dogs	0.855	0.031	0.388	0.408	1.000	0.149	0.418	0.040	0.123	0.101	0.070	0.013	0.052	0.075	0.069	0.051	0.093	0.066	0.071	0.034	0.644	0.806	0.905	0.581	0.756	0.533	0.690	0.208	0.571	0.773	0.053	0.000	0.029	0.012	0.176	0.053	0.047	0.050	0.029	0.030	0.060	0.050	0.065	0.037	0.935	0.023	0.034	0.061	0.054	0.065	0.062	0.004	0.000	0.003	0.000	0.000	0.209
days_since_modified	0.268	0.216	0.407	0.436	0.149	1.000	0.408	0.043	0.059	0.010	0.125	0.064	0.021	0.104	0.120	0.068	0.171	0.093	0.101	0.170	0.257	0.346	0.330	0.213	0.310	0.191	0.273	0.208	0.227	0.315	-0.666	-0.577	-0.453	-0.186	-0.292	-0.670	-0.429	-0.649	0.088	0.224	-0.180	0.066	0.118	0.081	0.295	0.030	0.171	0.019	0.015	0.017	0.022	0.026	0.018	0.000	0.017	0.024	-0.516
dog_skills	0.394	0.043	0.855	0.898	0.418	0.408	1.000	0.128	0.052	0.013	0.136	0.040	0.085	0.123	0.140	0.086	0.167	0.132	0.129	0.078	0.339	0.405	0.442	0.310	0.395	0.285	0.363	0.180	0.317	0.397	0.216	0.066	0.143	0.059	0.439	0.216	0.139	0.206	0.063	0.029	0.133	0.070	0.104	0.056	0.414	0.062	0.080	0.038	0.035	0.048	0.046	0.003	0.000	0.010	0.005	0.011	0.703
five_star_ratio	0.074	-0.011	0.129	0.135	0.040	0.043	0.128	1.000	0.014	0.000	0.070	0.052	0.014	0.053	0.062	0.035	0.097	0.045	0.056	0.070	0.072	0.097	0.091	0.063	0.088	0.057	0.079	0.060	0.067	0.089	-0.007	-0.195	-0.119	-0.088	-0.005	-0.109	-0.057	-0.158	0.058	-0.002	-0.024	0.005	0.079	0.102	0.082	0.035	0.067	0.023	0.023	0.015	0.020	0.025	0.025	0.020	0.024	0.031	-0.025
happy_to_meet_in_person	0.082	0.019	0.060	0.065	0.123	0.059	0.052	0.014	1.000	0.073	0.013	0.000	0.000	0.002	0.010	0.003	0.006	0.000	0.010	0.030	0.077	0.129	0.109	0.055	0.105	0.040	0.076	0.070	0.051	0.106	0.026	0.000	0.000	0.000	0.054	0.025	0.000	0.024	0.021	0.000	0.024	0.000	0.010	0.000	0.119	0.028	0.029	0.004	0.001	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.076
happy_to_video_call	0.012	0.018	0.008	0.011	0.101	0.010	0.013	0.000	0.073	1.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.029	0.037	0.027	0.008	0.023	0.020	0.027	0.018	0.016	0.022	0.054	0.000	0.020	0.017	0.000	0.023	0.038	0.035	0.010	0.036	0.000	0.000	0.000	0.000	0.031	0.043	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.027
has_bird_experience	0.072	0.110	0.136	0.127	0.070	0.125	0.136	0.070	0.013	0.006	1.000	0.078	0.076	0.276	0.361	0.221	0.322	0.323	0.356	0.117	0.166	0.067	0.072	0.108	0.104	0.097	0.108	0.055	0.118	0.098	0.118	0.073	0.082	0.035	0.066	0.119	0.053	0.124	0.087	0.075	0.093	0.046	0.055	0.048	0.074	0.052	0.116	0.048	0.023	0.066	0.063	0.010	0.015	0.010	0.016	0.023	0.133
has_cat_experience	0.018	0.041	0.052	0.062	0.013	0.064	0.040	0.052	0.000	0.000	0.078	1.000	0.058	0.071	0.120	0.056	0.096	0.065	0.120	0.049	0.023	0.063	0.014	0.022	0.024	0.022	0.023	0.013	0.021	0.033	0.053	0.015	0.032	0.020	0.023	0.051	0.000	0.050	0.033	0.040	0.056	0.025	0.060	0.011	0.018	0.000	0.051	0.011	0.021	0.018	0.024	0.005	0.000	0.011	0.005	0.000	0.059
has_dog_experience	0.051	0.059	0.018	0.002	0.052	0.021	0.085	0.014	0.000	0.000	0.076	0.058	1.000	0.082	0.099	0.083	0.091	0.063	0.096	0.019	0.000	0.035	0.055	0.018	0.009	0.029	0.003	0.006	0.006	0.000	0.017	0.005	0.016	0.014	0.010	0.000	0.000	0.014	0.042	0.069	0.027	0.042	0.048	0.039	0.052	0.038	0.021	0.029	0.000	0.029	0.052	0.004	0.005	0.005	0.000	0.010	0.019
has_farm_animal_experience	0.075	0.062	0.121	0.109	0.075	0.104	0.123	0.053	0.002	0.000	0.276	0.071	0.082	1.000	0.199	0.499	0.520	0.214	0.250	0.107	0.090	0.053	0.066	0.173	0.069	0.152	0.120	0.041	0.086	0.078	0.106	0.050	0.072	0.000	0.059	0.105	0.038	0.107	0.066	0.049	0.071	0.033	0.057	0.066	0.065	0.069	0.105	0.019	0.034	0.072	0.067	0.014	0.040	0.027	0.031	0.045	0.120
has_fish_experience	0.072	0.058	0.143	0.140	0.069	0.120	0.140	0.062	0.010	0.000	0.361	0.120	0.099	0.199	1.000	0.157	0.286	0.292	0.416	0.105	0.106	0.072	0.074	0.088	0.126	0.082	0.096	0.034	0.106	0.100	0.126	0.056	0.101	0.042	0.071	0.127	0.051	0.133	0.047	0.047	0.091	0.070	0.066	0.038	0.073	0.037	0.101	0.046	0.022	0.051	0.058	0.012	0.033	0.016	0.029	0.040	0.143
has_horse_experience	0.053	0.079	0.083	0.070	0.051	0.068	0.086	0.035	0.003	0.000	0.221	0.056	0.083	0.499	0.157	1.000	0.353	0.181	0.198	0.102	0.060	0.020	0.039	0.117	0.038	0.175	0.077	0.034	0.056	0.045	0.081	0.042	0.053	0.010	0.041	0.084	0.038	0.083	0.069	0.069	0.061	0.029	0.036	0.043	0.039	0.044	0.099	0.014	0.043	0.058	0.051	0.011	0.030	0.024	0.026	0.041	0.088
has_poultry_experience	0.092	0.146	0.160	0.159	0.093	0.171	0.167	0.097	0.006	0.000	0.322	0.096	0.091	0.520	0.286	0.353	1.000	0.233	0.310	0.191	0.122	0.087	0.095	0.149	0.113	0.126	0.183	0.073	0.111	0.115	0.176	0.057	0.122	0.022	0.080	0.177	0.064	0.177	0.111	0.131	0.122	0.012	0.071	0.111	0.090	0.115	0.190	0.015	0.055	0.082	0.058	0.019	0.048	0.035	0.039	0.061	0.175
has_reptile_experience	0.080	0.067	0.136	0.127	0.066	0.093	0.132	0.045	0.000	0.000	0.323	0.065	0.063	0.214	0.292	0.181	0.233	1.000	0.281	0.054	0.111	0.062	0.067	0.111	0.096	0.100	0.099	0.029	0.181	0.093	0.114	0.065	0.092	0.043	0.075	0.116	0.050	0.117	0.061	0.078	0.063	0.085	0.056	0.017	0.069	0.040	0.054	0.041	0.030	0.045	0.067	0.000	0.021	0.015	0.004	0.025	0.138
has_small_pet_experience	0.073	0.082	0.127	0.126	0.071	0.101	0.129	0.056	0.010	0.000	0.356	0.120	0.096	0.250	0.416	0.198	0.310	0.281	1.000	0.066	0.109	0.067	0.070	0.100	0.097	0.084	0.105	0.026	0.112	0.119	0.084	0.039	0.062	0.039	0.067	0.085	0.030	0.085	0.063	0.097	0.094	0.059	0.049	0.049	0.072	0.055	0.063	0.074	0.042	0.100	0.089	0.024	0.051	0.030	0.037	0.059	0.134
id	0.041	0.351	0.082	0.086	0.034	0.170	0.078	0.070	0.030	0.011	0.117	0.049	0.019	0.107	0.105	0.102	0.191	0.054	0.066	1.000	0.065	0.077	0.067	0.044	0.071	0.039	0.074	0.108	0.042	0.067	-0.386	-0.405	-0.266	-0.088	-0.016	-0.390	-0.130	-0.395	0.140	0.393	-0.269	0.036	0.084	0.074	0.064	0.048	0.985	0.258	0.248	0.216	0.230	0.014	0.048	0.027	0.025	0.041	-0.099
interested_in_birds	0.601	0.046	0.342	0.358	0.644	0.257	0.339	0.072	0.077	0.029	0.166	0.023	0.000	0.090	0.106	0.060	0.122	0.111	0.109	0.065	1.000	0.707	0.698	0.673	0.796	0.594	0.769	0.179	0.731	0.780	0.126	0.035	0.074	0.039	0.264	0.124	0.086	0.119	0.044	0.028	0.106	0.052	0.057	0.028	0.639	0.042	0.066	0.048	0.044	0.058	0.055	0.000	0.000	0.000	0.002	0.000	0.355
interested_in_cats	0.711	0.060	0.410	0.448	0.806	0.346	0.405	0.097	0.129	0.037	0.067	0.063	0.035	0.053	0.072	0.020	0.087	0.062	0.067	0.077	0.707	1.000	0.889	0.583	0.846	0.525	0.743	0.219	0.616	0.865	0.140	0.025	0.082	0.036	0.344	0.139	0.107	0.129	0.062	0.045	0.130	0.045	0.073	0.019	0.793	0.038	0.077	0.051	0.053	0.055	0.046	0.010	0.008	0.013	0.000	0.017	0.469
interested_in_dogs	0.800	0.051	0.410	0.434	0.905	0.330	0.442	0.091	0.109	0.027	0.072	0.014	0.055	0.066	0.074	0.039	0.095	0.067	0.070	0.067	0.698	0.889	1.000	0.609	0.827	0.557	0.748	0.210	0.613	0.848	0.120	0.011	0.069	0.022	0.351	0.120	0.097	0.112	0.053	0.038	0.126	0.045	0.071	0.035	0.888	0.043	0.066	0.059	0.051	0.061	0.055	0.000	0.007	0.011	0.000	0.011	0.451
interested_in_farm_animals	0.565	0.036	0.309	0.314	0.581	0.213	0.310	0.063	0.055	0.008	0.108	0.022	0.018	0.173	0.088	0.117	0.149	0.111	0.100	0.044	0.673	0.583	0.609	1.000	0.629	0.787	0.759	0.126	0.636	0.644	0.111	0.035	0.070	0.016	0.230	0.108	0.072	0.103	0.023	0.035	0.085	0.044	0.043	0.039	0.558	0.041	0.045	0.053	0.031	0.070	0.069	0.000	0.007	0.000	0.013	0.009	0.300
interested_in_fish	0.681	0.053	0.395	0.421	0.756	0.310	0.395	0.088	0.105	0.023	0.104	0.024	0.009	0.069	0.126	0.038	0.113	0.096	0.097	0.071	0.796	0.846	0.827	0.629	1.000	0.567	0.793	0.194	0.711	0.888	0.137	0.029	0.086	0.037	0.317	0.137	0.103	0.129	0.053	0.043	0.122	0.052	0.067	0.032	0.747	0.047	0.070	0.054	0.049	0.060	0.053	0.000	0.000	0.007	0.000	0.001	0.425
interested_in_horses	0.529	0.028	0.280	0.281	0.533	0.191	0.285	0.057	0.040	0.020	0.097	0.022	0.029	0.152	0.082	0.175	0.126	0.100	0.084	0.039	0.594	0.525	0.557	0.787	0.567	1.000	0.658	0.113	0.578	0.576	0.091	0.040	0.059	0.019	0.210	0.088	0.058	0.083	0.024	0.035	0.078	0.041	0.040	0.031	0.511	0.033	0.039	0.050	0.032	0.064	0.066	0.000	0.006	0.000	0.009	0.009	0.268
interested_in_poultry	0.644	0.054	0.361	0.379	0.690	0.273	0.363	0.079	0.076	0.027	0.108	0.023	0.003	0.120	0.096	0.077	0.183	0.099	0.105	0.074	0.769	0.743	0.748	0.759	0.793	0.658	1.000	0.179	0.688	0.797	0.138	0.030	0.084	0.027	0.283	0.137	0.093	0.129	0.047	0.043	0.114	0.042	0.057	0.046	0.675	0.056	0.075	0.054	0.038	0.071	0.064	0.000	0.000	0.000	0.012	0.002	0.377
interested_in_remote_working	0.159	0.183	0.176	0.191	0.208	0.208	0.180	0.060	0.070	0.018	0.055	0.013	0.006	0.041	0.034	0.034	0.073	0.029	0.026	0.108	0.179	0.219	0.210	0.126	0.194	0.113	0.179	1.000	0.123	0.196	0.096	0.015	0.066	0.000	0.124	0.095	0.079	0.089	0.212	0.192	0.073	0.000	0.035	0.055	0.198	0.059	0.106	0.003	0.005	0.019	0.000	0.000	0.008	0.011	0.005	0.013	0.229
interested_in_reptiles	0.565	0.047	0.321	0.332	0.571	0.227	0.317	0.067	0.051	0.016	0.118	0.021	0.006	0.086	0.106	0.056	0.111	0.181	0.112	0.042	0.731	0.616	0.613	0.636	0.711	0.578	0.688	0.123	1.000	0.696	0.118	0.039	0.071	0.035	0.233	0.119	0.074	0.114	0.035	0.060	0.080	0.056	0.046	0.028	0.569	0.051	0.041	0.044	0.047	0.050	0.052	0.006	0.004	0.000	0.013	0.009	0.321
interested_in_small_pets	0.701	0.045	0.396	0.422	0.773	0.315	0.397	0.089	0.106	0.022	0.098	0.033	0.000	0.078	0.100	0.045	0.115	0.093	0.119	0.067	0.780	0.865	0.848	0.644	0.888	0.576	0.797	0.196	0.696	1.000	0.129	0.023	0.077	0.035	0.325	0.128	0.096	0.119	0.046	0.034	0.124	0.054	0.068	0.031	0.763	0.045	0.067	0.055	0.053	0.063	0.054	0.000	0.000	0.006	0.003	0.000	0.432
nb_5s_reviews	0.091	-0.296	0.226	0.227	0.053	-0.666	0.216	-0.007	0.026	0.054	0.118	0.053	0.017	0.106	0.126	0.081	0.176	0.114	0.084	-0.386	0.126	0.140	0.120	0.111	0.137	0.091	0.138	0.096	0.118	0.129	1.000	0.822	0.716	0.316	0.178	0.989	0.395	0.962	0.087	-0.309	0.243	0.027	0.076	0.047	0.109	0.020	-0.381	0.077	0.068	0.057	0.065	0.032	0.028	0.020	0.024	0.049	0.362
nb_applications	0.000	-0.164	0.069	0.067	0.000	-0.577	0.066	-0.195	0.000	0.000	0.073	0.015	0.005	0.050	0.056	0.042	0.057	0.065	0.039	-0.405	0.035	0.025	0.011	0.035	0.029	0.040	0.030	0.015	0.039	0.023	0.822	1.000	0.638	0.306	0.158	0.841	0.347	0.864	0.024	-0.182	0.239	0.032	0.015	0.032	0.011	0.010	-0.396	0.024	0.017	0.026	0.021	0.000	0.000	0.002	0.014	0.000	0.327
nb_domestic_sits	0.045	-0.231	0.154	0.154	0.029	-0.453	0.143	-0.119	0.000	0.020	0.082	0.032	0.016	0.072	0.101	0.053	0.122	0.092	0.062	-0.266	0.074	0.082	0.069	0.070	0.086	0.059	0.084	0.066	0.071	0.077	0.716	0.638	1.000	0.431	0.088	0.725	0.304	0.754	0.060	-0.247	0.128	0.008	0.056	0.012	0.057	0.000	-0.261	0.058	0.057	0.046	0.051	0.028	0.020	0.013	0.013	0.036	0.217
nb_local_sits	0.006	0.044	0.068	0.066	0.012	-0.186	0.059	-0.088	0.000	0.017	0.035	0.020	0.014	0.000	0.042	0.010	0.022	0.043	0.039	-0.088	0.039	0.036	0.022	0.016	0.037	0.019	0.027	0.000	0.035	0.035	0.316	0.306	0.431	1.000	0.052	0.323	0.116	0.345	0.022	0.049	0.065	0.013	0.026	0.053	0.017	0.025	-0.083	0.031	0.011	0.036	0.036	0.005	0.008	0.012	0.007	0.027	0.098
nb_of_sitter_pets	0.323	-0.022	0.434	0.456	0.176	-0.292	0.439	-0.005	0.054	0.000	0.066	0.023	0.010	0.059	0.071	0.041	0.080	0.075	0.067	-0.016	0.264	0.344	0.351	0.230	0.317	0.210	0.283	0.124	0.233	0.325	0.178	0.158	0.088	0.052	1.000	0.179	0.147	0.168	0.022	-0.016	0.103	0.053	0.071	0.063	0.346	0.026	-0.017	0.041	0.039	0.041	0.040	0.000	0.026	0.000	0.000	0.017	0.487
nb_reviews	0.091	-0.292	0.226	0.227	0.053	-0.670	0.216	-0.109	0.025	0.023	0.119	0.051	0.000	0.105	0.127	0.084	0.177	0.116	0.085	-0.390	0.124	0.139	0.120	0.108	0.137	0.088	0.137	0.095	0.119	0.128	0.989	0.841	0.725	0.323	0.179	1.000	0.393	0.975	0.088	-0.304	0.244	0.027	0.077	0.039	0.108	0.017	-0.384	0.077	0.068	0.056	0.067	0.033	0.028	0.019	0.023	0.049	0.363
nb_sits_booked	0.076	-0.184	0.139	0.143	0.047	-0.429	0.139	-0.057	0.000	0.038	0.053	0.000	0.000	0.038	0.051	0.038	0.064	0.050	0.030	-0.130	0.086	0.107	0.097	0.072	0.103	0.058	0.093	0.079	0.074	0.096	0.395	0.347	0.304	0.116	0.147	0.393	1.000	0.385	0.045	-0.191	0.104	0.013	0.022	0.026	0.086	0.000	-0.130	0.000	0.000	0.000	0.000	0.007	0.000	0.035	0.000	0.027	0.257
nb_sits_completed	0.083	-0.271	0.217	0.215	0.050	-0.649	0.206	-0.158	0.024	0.035	0.124	0.050	0.014	0.107	0.133	0.083	0.177	0.117	0.085	-0.395	0.119	0.129	0.112	0.103	0.129	0.083	0.129	0.089	0.114	0.119	0.962	0.864	0.754	0.345	0.168	0.975	0.385	1.000	0.084	-0.288	0.242	0.023	0.079	0.019	0.099	0.015	-0.389	0.083	0.073	0.065	0.076	0.032	0.029	0.023	0.022	0.048	0.350
occupation_type	0.033	0.372	0.065	0.066	0.029	0.088	0.063	0.058	0.021	0.010	0.087	0.033	0.042	0.066	0.047	0.069	0.111	0.061	0.063	0.140	0.044	0.062	0.053	0.023	0.053	0.024	0.047	0.212	0.035	0.046	0.087	0.024	0.060	0.022	0.022	0.088	0.045	0.084	1.000	0.360	0.067	0.077	0.032	0.167	0.048	0.097	0.140	0.062	0.090	0.003	0.073	0.058	0.065	0.068	0.055	0.110	0.055
partner_birth_decade	0.030	0.877	0.049	0.036	0.030	0.224	0.029	-0.002	0.000	0.036	0.075	0.040	0.069	0.049	0.047	0.069	0.131	0.078	0.097	0.393	0.028	0.045	0.038	0.035	0.043	0.035	0.043	0.192	0.060	0.034	-0.309	-0.182	-0.247	0.049	-0.016	-0.304	-0.191	-0.288	0.360	1.000	-0.136	0.114	0.016	0.009	0.035	0.081	0.401	0.127	0.147	0.073	0.149	0.185	0.241	0.216	0.204	0.307	-0.079
pct_complete	0.104	-0.146	0.137	0.141	0.060	-0.180	0.133	-0.024	0.024	0.000	0.093	0.056	0.027	0.071	0.091	0.061	0.122	0.063	0.094	-0.269	0.106	0.130	0.126	0.085	0.122	0.078	0.114	0.073	0.080	0.124	0.243	0.239	0.128	0.065	0.103	0.244	0.104	0.242	0.067	-0.136	1.000	0.059	0.085	0.077	0.120	0.192	-0.266	0.095	0.079	0.073	0.089	0.000	0.000	0.000	0.009	0.005	0.148
prefers_all_countries	0.054	0.113	0.070	0.071	0.050	0.066	0.070	0.005	0.000	0.000	0.046	0.025	0.042	0.033	0.070	0.029	0.012	0.085	0.059	0.036	0.052	0.045	0.045	0.044	0.052	0.041	0.042	0.000	0.056	0.054	0.027	0.032	0.008	0.013	0.053	0.027	0.013	0.023	0.077	0.114	0.059	1.000	0.027	0.012	0.048	0.012	0.041	0.101	0.088	0.089	0.132	0.000	0.000	0.005	0.006	0.000	0.071
prev_sitting_experience	0.058	0.028	0.103	0.109	0.065	0.118	0.104	0.079	0.010	0.000	0.055	0.060	0.048	0.057	0.066	0.036	0.071	0.056	0.049	0.084	0.057	0.073	0.071	0.043	0.067	0.040	0.057	0.035	0.046	0.068	0.076	0.015	0.056	0.026	0.071	0.077	0.022	0.079	0.032	0.016	0.085	0.027	1.000	0.000	0.064	0.009	0.083	0.009	0.000	0.012	0.023	0.000	0.011	0.000	0.000	0.003	0.132
sitting_with_another	0.042	0.123	0.054	0.049	0.037	0.081	0.056	0.102	0.000	0.000	0.048	0.011	0.039	0.066	0.038	0.043	0.111	0.017	0.049	0.074	0.028	0.019	0.035	0.039	0.032	0.031	0.046	0.055	0.028	0.031	0.047	0.032	0.012	0.053	0.063	0.039	0.026	0.019	0.167	0.009	0.077	0.012	0.000	1.000	0.036	0.995	0.070	0.000	0.029	0.047	0.031	0.103	0.060	0.027	0.080	0.114	0.057
small_dog_preferences	0.871	0.045	0.383	0.404	0.935	0.295	0.414	0.082	0.119	0.031	0.074	0.018	0.052	0.065	0.073	0.039	0.090	0.069	0.072	0.064	0.639	0.793	0.888	0.558	0.747	0.511	0.675	0.198	0.569	0.763	0.109	0.011	0.057	0.017	0.346	0.108	0.086	0.099	0.048	0.035	0.120	0.048	0.064	0.036	1.000	0.044	0.064	0.059	0.054	0.060	0.057	0.000	0.003	0.010	0.000	0.006	0.411
travelling_as	0.050	0.061	0.063	0.060	0.023	0.030	0.062	0.035	0.028	0.043	0.052	0.000	0.038	0.069	0.037	0.044	0.115	0.040	0.055	0.048	0.042	0.038	0.043	0.041	0.047	0.033	0.056	0.059	0.051	0.045	0.020	0.010	0.000	0.025	0.026	0.017	0.000	0.015	0.097	0.081	0.192	0.012	0.009	0.995	0.044	1.000	0.053	0.011	0.042	0.050	0.037	0.110	0.061	0.032	0.084	0.124	0.027
user_id	0.041	0.359	0.083	0.087	0.034	0.171	0.080	0.067	0.029	0.012	0.116	0.051	0.021	0.105	0.101	0.099	0.190	0.054	0.063	0.985	0.066	0.077	0.066	0.045	0.070	0.039	0.075	0.106	0.041	0.067	-0.381	-0.396	-0.261	-0.083	-0.017	-0.384	-0.130	-0.389	0.140	0.401	-0.266	0.041	0.083	0.070	0.064	0.053	1.000	0.218	0.213	0.175	0.196	0.017	0.046	0.023	0.022	0.036	-0.099
wish_list_beach	0.059	0.098	0.033	0.032	0.061	0.019	0.038	0.023	0.004	0.000	0.048	0.011	0.029	0.019	0.046	0.014	0.015	0.041	0.074	0.258	0.048	0.051	0.059	0.053	0.054	0.050	0.054	0.003	0.044	0.055	0.077	0.024	0.058	0.031	0.041	0.077	0.000	0.083	0.062	0.127	0.095	0.101	0.009	0.000	0.059	0.011	0.218	1.000	0.637	0.708	0.718	0.000	0.020	0.007	0.008	0.017	0.040
wish_list_city	0.052	0.131	0.034	0.034	0.054	0.015	0.035	0.023	0.001	0.000	0.023	0.021	0.000	0.034	0.022	0.043	0.055	0.030	0.042	0.248	0.044	0.053	0.051	0.031	0.049	0.032	0.038	0.005	0.047	0.053	0.068	0.017	0.057	0.011	0.039	0.068	0.000	0.073	0.090	0.147	0.079	0.088	0.000	0.029	0.054	0.042	0.213	0.637	1.000	0.530	0.534	0.022	0.000	0.004	0.007	0.015	0.042
wish_list_countryside	0.064	0.049	0.046	0.044	0.065	0.017	0.048	0.015	0.004	0.000	0.066	0.018	0.029	0.072	0.051	0.058	0.082	0.045	0.100	0.216	0.058	0.055	0.061	0.070	0.060	0.064	0.071	0.019	0.050	0.063	0.057	0.026	0.046	0.036	0.041	0.056	0.000	0.065	0.003	0.073	0.073	0.089	0.012	0.047	0.060	0.050	0.175	0.708	0.530	1.000	0.771	0.007	0.026	0.012	0.013	0.029	0.049
wish_list_mountain	0.067	0.117	0.044	0.041	0.062	0.022	0.046	0.020	0.000	0.000	0.063	0.024	0.052	0.067	0.058	0.051	0.058	0.067	0.089	0.230	0.055	0.046	0.055	0.069	0.053	0.066	0.064	0.000	0.052	0.054	0.065	0.021	0.051	0.036	0.040	0.067	0.000	0.076	0.073	0.149	0.089	0.132	0.023	0.031	0.057	0.037	0.196	0.718	0.534	0.771	1.000	0.007	0.019	0.007	0.011	0.023	0.045
with_a_baby	0.000	0.120	0.008	0.005	0.004	0.026	0.003	0.025	0.000	0.000	0.010	0.005	0.004	0.014	0.012	0.011	0.019	0.000	0.024	0.014	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.032	0.000	0.028	0.005	0.000	0.033	0.007	0.032	0.058	0.185	0.000	0.000	0.000	0.103	0.000	0.110	0.017	0.000	0.022	0.007	0.007	1.000	0.094	0.037	0.272	0.502	0.013
with_a_child	0.000	0.179	0.000	0.000	0.000	0.018	0.000	0.025	0.000	0.000	0.015	0.000	0.005	0.040	0.033	0.030	0.048	0.021	0.051	0.048	0.000	0.008	0.007	0.007	0.000	0.006	0.000	0.008	0.004	0.000	0.028	0.000	0.020	0.008	0.026	0.028	0.000	0.029	0.065	0.241	0.000	0.000	0.011	0.060	0.003	0.061	0.046	0.020	0.000	0.026	0.019	0.094	1.000	0.259	0.341	0.616	0.000
with_a_teen	0.002	0.196	0.011	0.013	0.003	0.000	0.010	0.020	0.000	0.000	0.010	0.011	0.005	0.027	0.016	0.024	0.035	0.015	0.030	0.027	0.000	0.013	0.011	0.000	0.007	0.000	0.000	0.011	0.000	0.006	0.020	0.002	0.013	0.012	0.000	0.019	0.035	0.023	0.068	0.216	0.000	0.005	0.000	0.027	0.010	0.032	0.023	0.007	0.004	0.012	0.007	0.037	0.259	1.000	0.091	0.607	0.000
with_a_toddler	0.000	0.132	0.006	0.007	0.000	0.017	0.005	0.024	0.000	0.000	0.016	0.005	0.000	0.031	0.029	0.026	0.039	0.004	0.037	0.025	0.002	0.000	0.000	0.013	0.000	0.009	0.012	0.005	0.013	0.003	0.024	0.014	0.013	0.007	0.000	0.023	0.000	0.022	0.055	0.204	0.009	0.006	0.000	0.080	0.000	0.084	0.022	0.008	0.007	0.013	0.011	0.272	0.341	0.091	1.000	0.515	0.000
with_children	0.000	0.233	0.012	0.013	0.000	0.024	0.011	0.031	0.000	0.000	0.023	0.000	0.010	0.045	0.040	0.041	0.061	0.025	0.059	0.041	0.000	0.017	0.011	0.009	0.001	0.009	0.002	0.013	0.009	0.000	0.049	0.000	0.036	0.027	0.017	0.049	0.027	0.048	0.110	0.307	0.005	0.000	0.003	0.114	0.006	0.124	0.036	0.017	0.015	0.029	0.023	0.502	0.616	0.607	0.515	1.000	0.000
years_of_experience	0.378	-0.090	0.701	0.748	0.209	-0.516	0.703	-0.025	0.076	0.027	0.133	0.059	0.019	0.120	0.143	0.088	0.175	0.138	0.134	-0.099	0.355	0.469	0.451	0.300	0.425	0.268	0.377	0.229	0.321	0.432	0.362	0.327	0.217	0.098	0.487	0.363	0.257	0.350	0.055	-0.079	0.148	0.071	0.132	0.057	0.411	0.027	-0.099	0.040	0.042	0.049	0.045	0.013	0.000	0.000	0.000	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	id	user_id	pct_complete	travelling_as	with_children	sitting_with_another	occupation_type	prev_sitting_experience	other_animals	has_dog_experience	has_cat_experience	has_reptile_experience	has_horse_experience	has_fish_experience	has_poultry_experience	has_farm_animal_experience	has_bird_experience	has_small_pet_experience	prefers_all_countries	nb_reviews	nb_5s_reviews	nb_applications	nb_sits_completed	nb_domestic_sits	nb_local_sits	nb_sits_booked	years_of_experience	nb_of_sitter_pets	daily_minutes_willing_to_walk_dogs	happy_to_meet_in_person	happy_to_video_call	interested_in_remote_working	interested_in_dogs	interested_in_cats	interested_in_reptiles	interested_in_horses	interested_in_fish	interested_in_poultry	interested_in_farm_animals	interested_in_birds	interested_in_small_pets	days_since_modified	birth_decade	partner_birth_decade	with_a_baby	with_a_toddler	with_a_child	with_a_teen	dog_skills	cat_skills	five_star_ratio	can_give_medicine	big_dog_preferences	small_dog_preferences	wish_list_city	wish_list_beach	wish_list_mountain	wish_list_countryside
0	81	142	94	F	False	False	employed	True	True	True	True	True	True	True	True	True	True	False	False	11	9	1886	34	21	4	0	10	2	0	True	True	True	False	False	False	False	False	False	False	False	False	200	1960	<NA>	False	False	False	False	True	True	0.818182	True	False	False	False	False	False	False
1	86	148	94	FM	False	True	retired	True	True	True	True	False	False	True	True	False	True	True	True	57	57	335	60	6	1	3	10	0	60	True	True	True	True	True	False	False	True	True	False	True	True	75	1950	1950	False	False	False	False	True	True	1.000000	True	False	True	True	True	True	True
2	89	153	88	FM	False	True	retired	True	True	True	True	False	False	False	False	False	False	False	False	8	7	63	14	12	0	1	0	0	120	True	True	False	True	True	False	False	True	True	False	False	True	222	1940	1940	False	False	False	False	False	False	0.875000	False	True	True	False	False	False	False
3	123	196	94	FM	False	True	self-employed	True	True	True	True	False	True	True	True	True	False	True	True	9	9	76	11	11	0	0	10	0	0	True	True	True	False	False	False	False	False	False	False	False	False	104	1950	1940	False	False	False	False	True	True	1.000000	True	False	False	True	True	True	True
4	4297	398	94	F	False	False	self-employed	True	True	True	True	True	True	True	True	True	False	False	True	21	17	390	26	18	0	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	524	1950	<NA>	False	False	False	False	False	False	0.809524	False	False	False	False	True	True	False
5	389	676	84	FM	False	True	working-while-travelling	True	True	True	True	False	False	True	True	False	False	False	False	15	13	52	16	2	0	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	775	1950	1950	False	False	False	False	False	False	0.866667	False	False	False	False	False	False	False
6	392	682	84	F	False	False	self-employed	True	True	True	True	True	False	True	True	True	True	True	False	64	59	359	81	76	11	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	732	1970	<NA>	False	False	False	False	False	False	0.921875	False	False	False	False	False	False	False
7	394	685	94	FM	False	True	retired	True	True	True	True	False	True	True	False	False	False	False	True	43	42	365	47	19	0	1	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	104	1950	1950	False	False	False	False	False	False	0.976744	False	False	False	False	False	False	False
8	36205	699	88	F	False	False	retired	True	True	True	True	False	False	False	False	False	False	False	True	41	38	175	45	42	2	1	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	204	1940	<NA>	False	False	False	False	False	False	0.926829	False	False	False	False	False	False	False
9	666	1255	100	FM	False	True	retired	True	True	True	True	False	True	True	True	True	False	True	True	7	6	83	7	2	0	1	10	0	120	True	True	False	True	True	False	True	True	True	True	False	True	196	1950	1950	False	False	False	False	True	True	0.857143	True	True	True	True	True	True	True

	id	user_id	pct_complete	travelling_as	with_children	sitting_with_another	occupation_type	prev_sitting_experience	other_animals	has_dog_experience	has_cat_experience	has_reptile_experience	has_horse_experience	has_fish_experience	has_poultry_experience	has_farm_animal_experience	has_bird_experience	has_small_pet_experience	prefers_all_countries	nb_reviews	nb_5s_reviews	nb_applications	nb_sits_completed	nb_domestic_sits	nb_local_sits	nb_sits_booked	years_of_experience	nb_of_sitter_pets	happy_to_meet_in_person	happy_to_video_call	interested_in_remote_working	interested_in_dogs	interested_in_cats	interested_in_reptiles	interested_in_horses	interested_in_fish	interested_in_poultry	interested_in_farm_animals	interested_in_birds	interested_in_small_pets	days_since_modified	birth_decade	partner_birth_decade	with_a_baby	with_a_toddler	with_a_child	with_a_teen	dog_skills	cat_skills	five_star_ratio	can_give_medicine	big_dog_preferences	small_dog_preferences	wish_list_city	wish_list_beach	wish_list_mountain	wish_list_countryside
34906	3276279	5883195	84	MM	False	True	employed	True	True	True	True	False	True	True	True	True	False	True	True	4	4	120	5	5	1	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	532	1990	1990	False	False	False	False	False	False	1.000000	False	False	False	True	True	True	True
34907	3276738	5884022	94	F	False	False	retired	True	True	False	True	False	False	True	False	False	True	True	True	17	14	58	17	17	0	1	10	0	True	True	False	False	True	False	False	False	False	False	False	False	55	1950	<NA>	False	False	False	False	False	True	0.823529	True	False	False	False	True	False	True
34908	3295400	5910972	84	FM	False	True	employed	True	True	True	True	False	False	True	True	False	False	True	True	1	1	2	1	0	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	659	1980	1980	False	False	False	False	False	False	1.000000	False	False	False	True	True	True	True
34909	3337921	5978622	84	FM	False	True	employed	True	True	True	True	True	True	True	True	True	True	True	False	1	1	5	1	1	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	489	1980	1970	False	False	False	False	False	False	1.000000	False	False	False	True	True	True	True
34910	3391830	6068016	94	F	False	False	employed	True	True	True	True	True	False	True	False	False	False	True	True	3	3	51	6	6	4	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	565	1990	<NA>	False	False	False	False	False	False	1.000000	False	False	False	False	True	True	True
34911	3408537	6098349	84	M	False	False	working-while-travelling	True	True	True	True	False	False	False	False	False	True	False	True	1	0	4	1	0	0	0	0	0	True	True	True	False	False	False	False	False	False	False	False	False	642	1960	<NA>	False	False	False	False	False	False	0.000000	False	False	False	True	True	True	True
34912	3517181	6293769	84	FM	False	True	retired	True	True	True	True	False	False	True	True	False	True	True	False	10	9	40	12	12	0	1	10	0	True	True	True	False	True	False	False	True	False	False	False	True	124	1940	1940	False	False	False	False	True	True	0.900000	False	False	False	True	True	True	True
34913	3546308	6350815	84	F	False	False	self-employed	True	True	True	True	True	True	True	True	True	True	True	False	4	4	31	5	5	0	0	10	0	True	True	True	False	False	False	False	False	False	False	False	False	277	1970	<NA>	False	False	False	False	True	True	1.000000	True	False	False	True	True	True	True
34914	3591429	6435647	84	MU	False	True	taking-time-off	True	True	True	True	False	False	True	True	True	False	False	True	19	19	105	22	21	0	0	10	0	True	True	True	False	False	False	False	False	False	False	False	False	106	1990	1980	False	False	False	False	False	False	1.000000	False	False	False	False	False	False	False
34915	3770939	6794253	84	FM	True	True	employed	True	True	True	True	False	True	False	False	False	False	True	False	1	1	3	1	0	0	0	10	7	True	True	True	False	False	False	False	False	False	False	False	False	595	1990	1980	True	False	False	False	True	True	1.000000	True	False	False	True	True	True	True

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample